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Lee J, Bao X. Comparative Review on Cancer Pathology from Aberrant Histone Chaperone Activity. Int J Mol Sci 2024; 25:6403. [PMID: 38928110 PMCID: PMC11203986 DOI: 10.3390/ijms25126403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 06/03/2024] [Accepted: 06/06/2024] [Indexed: 06/28/2024] Open
Abstract
Histone chaperones are integral to chromatin dynamics, facilitating the assembly and disassembly of nucleosomes, thereby playing a crucial role in regulating gene expression and maintaining genomic stability. Moreover, they prevent aberrant histone interactions prior to chromatin assembly. Disruption in histone chaperone function may result in genomic instability, which is implicated in pathogenesis. This review aims to elucidate the role of histone chaperones in cancer pathologies and explore their potential as therapeutic targets. Histone chaperones have been found to be dysregulated in various cancers, with alterations in expression levels, mutations, or aberrant interactions leading to tumorigenesis and cancer progression. In addition, this review intends to highlight the molecular mechanisms of interactions between histone chaperones and oncogenic factors, underscoring their roles in cancer cell survival and proliferation. The dysregulation of histone chaperones is significantly correlated with cancer development, establishing them as active contributors to cancer pathology and viable targets for therapeutic intervention. This review advocates for continued research into histone chaperone-targeted therapies, which hold potential for precision medicine in oncology. Future advancements in understanding chaperone functions and interactions are anticipated to lead to novel cancer treatments, enhancing patient care and outcomes.
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Affiliation(s)
| | - Xiucong Bao
- School of Biomedical Sciences, Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China;
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Yan LJ, Y. Lau AT, Xu YM. The regulation of microRNAs on chemoresistance in triple-negative breast cancer: a recent update. Epigenomics 2024; 16:571-587. [PMID: 38639712 PMCID: PMC11160456 DOI: 10.2217/epi-2023-0430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 03/07/2024] [Indexed: 04/20/2024] Open
Abstract
Triple-negative breast cancer (TNBC) has negative expressions of ER, PR and HER2. Due to the insensitivity to both endocrine therapy and HER2-targeted therapy, the main treatment method for TNBC is cytotoxic chemotherapy. However, the curative effect of chemotherapy is limited because of the existence of acquired or intrinsic multidrug resistance. MicroRNAs (miRNAs) are frequently dysregulated in malignant tumors and involved in tumor occurrence and progression. Interestingly, growing studies show that miRNAs are involved in chemoresistance in TNBC. Thus, targeting dysregulated miRNAs could be a plausible way for better treatment of TNBC. Here, we present the updated knowledge of miRNAs associated with chemoresistance in TNBC, which may be helpful for the early diagnosis, prognosis and treatment of this life-threatening disease.
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Affiliation(s)
- Li-Jun Yan
- Laboratory of Cancer Biology & Epigenetics, Department of Cell Biology & Genetics, Shantou University Medical College, Shantou, 515041, China
| | - Andy T. Y. Lau
- Laboratory of Cancer Biology & Epigenetics, Department of Cell Biology & Genetics, Shantou University Medical College, Shantou, 515041, China
| | - Yan-Ming Xu
- Laboratory of Cancer Biology & Epigenetics, Department of Cell Biology & Genetics, Shantou University Medical College, Shantou, 515041, China
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Xiao F, Zhu H, Guo Y, Zhang Z, Sun G, Xiao Y, Hu G, Huang K, Guo H. CIA-II is associated with lower-grade glioma survival and cell proliferation. CNS Neurosci Ther 2024; 30:e14340. [PMID: 37452510 PMCID: PMC10848044 DOI: 10.1111/cns.14340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 06/09/2023] [Accepted: 06/24/2023] [Indexed: 07/18/2023] Open
Abstract
BACKGROUND The role of CIA-II has been clarified in several types of tumors; however, whether dysregulated CIA-II expression is also involved in the pathophysiology of lower-grade glioma (LGG) remains undisclosed. METHODS A comprehensive pan-cancer analysis of the expression patterns and prognostic significance of CIA-II in miscellaneous tumors was undertaken. Subsequently, a detailed bioinformatics analysis was executed to identify putative correlations between CIA-II expression and clinical features, prognosis, biological functions, immunological characteristics, genomic alterations, and chemotherapeutics in LGG. In vitro studies were implemented to examine the potential roles of CIA-II in LGG. RESULTS CIA-II expression was found to be abnormally elevated in a variety of tumors, including LGG. Additionally, patients with LGG with higher CIA-II expression owned worse prognosis. Importantly, the results declared that CIA-II expression was an independent prognostic indicator for LGG. Moreover, the expression of CIA-II was tightly interrelated with immune cell infiltration, gene mutations, and chemotherapeutics in LGG. In vitro studies revealed that CIA-II was increased and strongly related to the cell proliferation in LGG. CONCLUSION CIA-II may be an independent prognostic factor and a serviceable therapeutic target in LGG.
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Affiliation(s)
- Feng Xiao
- Department of NeurosurgeryThe Second Affiliated Hospital of Nanchang UniversityNanchangChina
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular DiseasesNanchangChina
- Jiangxi Health Commission Key Laboratory of Neurological MedicineNanchangChina
- Institute of NeuroscienceNanchang UniversityNanchangChina
| | - Hong Zhu
- Department of NeurosurgeryThe Second Affiliated Hospital of Nanchang UniversityNanchangChina
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular DiseasesNanchangChina
- Jiangxi Health Commission Key Laboratory of Neurological MedicineNanchangChina
- Institute of NeuroscienceNanchang UniversityNanchangChina
| | - Yun Guo
- Department of NeurosurgeryThe Second Affiliated Hospital of Nanchang UniversityNanchangChina
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular DiseasesNanchangChina
- Jiangxi Health Commission Key Laboratory of Neurological MedicineNanchangChina
- Institute of NeuroscienceNanchang UniversityNanchangChina
| | - Zhe Zhang
- Department of NeurosurgeryThe Second Affiliated Hospital of Nanchang UniversityNanchangChina
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular DiseasesNanchangChina
- Jiangxi Health Commission Key Laboratory of Neurological MedicineNanchangChina
- Institute of NeuroscienceNanchang UniversityNanchangChina
| | - Gufeng Sun
- Department of NeurosurgeryThe Second Affiliated Hospital of Nanchang UniversityNanchangChina
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular DiseasesNanchangChina
- Jiangxi Health Commission Key Laboratory of Neurological MedicineNanchangChina
- Institute of NeuroscienceNanchang UniversityNanchangChina
| | - Yao Xiao
- Department of NeurosurgeryThe Second Affiliated Hospital of Nanchang UniversityNanchangChina
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular DiseasesNanchangChina
- Jiangxi Health Commission Key Laboratory of Neurological MedicineNanchangChina
- Institute of NeuroscienceNanchang UniversityNanchangChina
| | - Guowen Hu
- Department of NeurosurgeryThe Second Affiliated Hospital of Nanchang UniversityNanchangChina
| | - Kai Huang
- Department of NeurosurgeryThe Second Affiliated Hospital of Nanchang UniversityNanchangChina
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular DiseasesNanchangChina
- Jiangxi Health Commission Key Laboratory of Neurological MedicineNanchangChina
- Institute of NeuroscienceNanchang UniversityNanchangChina
| | - Hua Guo
- Department of NeurosurgeryThe Second Affiliated Hospital of Nanchang UniversityNanchangChina
- Jiangxi Key Laboratory of Neurological Tumors and Cerebrovascular DiseasesNanchangChina
- Jiangxi Health Commission Key Laboratory of Neurological MedicineNanchangChina
- Institute of NeuroscienceNanchang UniversityNanchangChina
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Song C, Song Y, Wan X, Zhao Z, Geng Q. Carcinogenic Role and Clinical Significance of Histone H3-H4 Chaperone Anti-silencing Function 1 B (ASF1B) in Lung Adenocarcinoma. J Cancer 2024; 15:218-231. [PMID: 38164276 PMCID: PMC10751675 DOI: 10.7150/jca.88777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 09/25/2023] [Indexed: 01/03/2024] Open
Abstract
Histone H3-H4 chaperone anti-silencing function 1 (ASF1) plays an important role in the polymerization, transport, and modification of histones. However, the significance of ASF1B in lung adenocarcinoma (LUAD) is largely overlooked. We investigated the aberrant expression of ASF1B in LUAD and its potential link to patient survival using multiple databases. ASF1B-overexpressing and knockdown cell lines were constructed to explore its effects on the biological behavior of lung cancer cells. ssGSEA, TMB, TIDE and IMvigor210 cohort were used to explore and validate the association of ASF1B to tumor immunity. Our data suggested that ASF1B was overexpressed in LUAD, and was associated with poor prognosis. ASF1B promoted the proliferation, migration, and invasion of lung cancer cells by regulating the phosphorylation of AKT in vitro. ASF1B was associated with tumor immunity. In summary, ASF1B may promote malignant behavior of LUAD cells, and its overexpression correlates with worse prognosis and better immunotherapy effect.
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Affiliation(s)
- Congkuan Song
- Department of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yaolin Song
- Department of Thoracic Surgery, Ezhou Central Hospital, Ezhou, China
| | - Xiaoxia Wan
- Department of Thoracic Surgery, Ezhou Central Hospital, Ezhou, China
| | - Zhihong Zhao
- Department of Thoracic Surgery, Ezhou Central Hospital, Ezhou, China
| | - Qing Geng
- Department of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, China
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Zhao C, Zhou J, Xing J, Yin Q. ASF1B acted as a prognostic biomarker for stomach adenocarcinoma. Medicine (Baltimore) 2023; 102:e35408. [PMID: 38050219 PMCID: PMC10695504 DOI: 10.1097/md.0000000000035408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 09/05/2023] [Indexed: 12/06/2023] Open
Abstract
Stomach adenocarcinoma (STAD) has a high mortality rate due to the lack of highly sensitive biomarkers. Therefore, the search for potential tumor markers is of great value. ASF1B is a prognostic marker for a variety of tumors, while the prognostic value and immune microenvironment of ASF1B in STAD remain unclear, and to be determined. Kaplan-Meier analysis was performed to analyze the prognostic role of ASF1B in STAD. Functional enrichment of ASF1B was explored with GO and KEGG pathway analysis. We also explored the correlation between ASF1B expression and immune infiltration in STAD. ASF1B was significantly upregulated in STAD tissues and high expression of ASF1B indicated a poor overall survival, progression-free survival, and first progression rate in STAD. The functional enrichment analysis of ASF1B and related genes showed high enrichment in the cell cycle and DNA repair, and the ASF1B high expression group was also mainly enriched in pathways such as the cell cycle. Analysis of tumor immune infiltration showed that ASF1B expression was significantly associated with the majority of immune cell infiltration in STAD. Moreover, STAD patients with high ASF1B expression had a higher tumor mutation burden score, microsatellite instability score, PD-1 immunophenoscore, and immune checkpoint expression. Our results suggest that ASF1B was an independent prognostic factor for STAD as well as a potential target for immunotherapy.
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Affiliation(s)
- Cailing Zhao
- Department of Oncology, The First Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Jianghao Zhou
- Department of Gastrointestinal Tumor Surgery, The First Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Jianwei Xing
- Department of General Surgery, Sanya Central Hospital, the Third People’s Hospital of Hainan Province, Sanya, China
| | - Qiushi Yin
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Hainan Medical University, Haikou, China
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Zhang Z, Liu S. The interaction between ASF1B and TLK1 promotes the malignant progression of low-grade glioma. Ann Med 2023; 55:1111-1122. [PMID: 36947060 PMCID: PMC10035952 DOI: 10.1080/07853890.2023.2169751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/23/2023] Open
Abstract
AIM Low-grade glioma (LGG), which is the second most frequent adult brain malignancy, severely threatens patients' health and has a high recurrence rate. Histone H3/H4 chaperone anti-silencing function 1 B (ASF1B) has a tight association with the initiation and development of tumours. The expression and regulation mechanism of ASF1B in LGG were discussed. METHODS ASF1B expression in LGG patients as well as the association of ASF1B with overall survival and disease-free survival of LGG patients were predicted by GEPIA database. The independent prognostic value of ASF1B in LGG patients was investigated by TCGA database. RT-qPCR, together with western blot was applied for the assessment of ASF1B in LGG cell lines. After ASF1B expression was inhibited, CCK8 and colony formation assays judged cell proliferation. Flow cytometry analysis and TUNEL assay appraised cell cycle as well as apoptosis. Cell migratory and invasive capacities were measured by wound healing as well as Transwell assays. Western blot tested the expression of proliferation-, cycle-, apoptosis-, and metastasis-associated proteins. STRING and GeneMANIA database predicted the relationship between ASF1B and tousled-like kinase 1 (TLK1). ChIP assay testified the affinity of ASF1B with TLK1. Subsequently, TLK1 was overexpressed and ASF1B expression interfered, and the functional assays were executed. RESULTS ASF1B was discovered to be increased in LGG tissues and cells and indicates an unfavourable prognosis for LGG patients. ASF1B was not an independent prognostic factor for LGG. ASF1B deficiency obstructed the proliferation, cell cycle as well as metastasis of LGG cells, and induced cell death, which might be realized through the interaction with TLK1. CONCLUSION The interaction between ASF1B and TLK1 promoted the malignant progression of LGG.Key messagesTLK1 interacts with ASF1B.Interference with ASF1B inhibits the proliferative, invasive and migratory capabilities and induces the cycle arrest, along with the apoptosis of LGG cells.The interaction between ASF1B and TLK1 promotes the malignant progression of LGG.
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Affiliation(s)
- Zifa Zhang
- Neurosurgery Department, Shanxi Bethune Hospital, Taiyuan, Shanxi, P. R. China
- Shanxi Academy of Medical Sciences, Taiyuan, Shanxi, P. R. China
| | - Shuming Liu
- Emergency Department, Taiyuan People's Hospital, Taiyuan, Shanxi, P. R. China
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Qiu F, Ou D, Tan H, Gao Y, Zi D. The circCDK17/miR-122-5p/ASF1B axis regulates the progression of cervical cancer. Histol Histopathol 2023; 38:359-371. [PMID: 36178207 DOI: 10.14670/hh-18-527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
BACKGROUND Cervical cancer (CC) ranks fourth in terms of incidence and fourth in mortality overall in women worldwide. Circular RNAs (circRNAs) have been shown to be involved in the development of CC. However, the function of circRNA cyclin dependent kinase 17 (circCDK17, hsa_circ_0002762) in CC pathogenesis has not been studied. METHODS Quantitative real-time polymerase chain reaction (qRT-PCR) was used to detect the expression of related genes. MTT, thymidine analog 5-ethynyl-2'-deoxyuridine (EdU), flow cytometry, transwell and wound-healing assays were designed to analyze cell proliferation, cell cycle progression, migration and invasion, respectively. Western blot was utilized to examine the protein levels of Cyclin D1, E-cadherin and Vimentin. The relationship between miR-122-5p and circCDK17 or ASF1B was verified by dual-luciferase reporter assay. The xenograft model was established to study the role of circCDK17 in vivo. RESULTS CircCDK17 and anti-silencing function 1B histone chaperone (ASF1B) were highly expressed in CC tissues and cells. Silencing circCDK17 reduced the proliferation, migration and invasion of CC cells. MiR-122-5p was a target of circCDK17. Silencing circCDK17 inhibited the malignant behaviors of CC cells by releasing miR-122-5p. Moreover, ASF1B was a target of miR-122-5p. Overexpression of ASF1B partially restored the inhibitory effects of circCDK17 silencing on cell proliferation, migration and invasion. Animal experiments confirmed the anti-tumor effect of circCDK17 knockdown in vivo. CONCLUSION Our study demonstrates that circCDK17 regulates the expression of ASF1B by miR-122-5p competition and thus promotes the development of CC, providing a novel targeted therapy for CC.
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Affiliation(s)
- Fang Qiu
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China
| | - Dafen Ou
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China
| | - Hanxing Tan
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China
| | - Yan Gao
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China
| | - Dan Zi
- Department of Gynecology, Guizhou Provincial People's Hospital, Guizhou, PR China.
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A PTEN-Autophagy Risk Model for the Prediction of Prognosis and Immune Microenvironment in Hepatocellular Carcinoma. JOURNAL OF ONCOLOGY 2023; 2023:2973480. [PMID: 36861063 PMCID: PMC9970702 DOI: 10.1155/2023/2973480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 10/13/2022] [Accepted: 11/24/2022] [Indexed: 02/22/2023]
Abstract
Background The clinical behavior and molecular mechanisms of hepatocellular carcinoma (HCC) are complex and highly variable, limiting the discovery of new targets and therapies in clinical research. Phosphatase and tensin homolog deleted on chromosome 10 (PTEN) is one of the tumor suppressor genes. It is of great interest to discover the role of unexplored correlation among PTEN, the tumor immune microenvironment, and autophagy-related signaling pathways and to construct a reliable risk model for prognosis during HCC progression. Method We first performed differential expression analysis on the HCC samples. By using Cox regression and LASSO analysis, we determined the DEGs contributing to the survival benefit. In addition, the gene set enrichment analysis (GSEA) was performed to identify potential molecular signaling pathways regulated by the PTEN gene signature, autophagy, and autophagy-related pathways. ESTIMATE was also employed for evaluating the composition of immune cell populations. Results We found a significant correlation between PTEN expression and the tumor immune microenvironment. The low-PTEN expression group had higher immune infiltration and lower expression of immune checkpoints. In addition, PTEN expression was found to be positively correlated with autophagy-related pathways. Then, differentially expressed genes between tumor and tumor-adjacent samples were screened, and 2895 genes were significantly associated with both PTEN and autophagy. Based on PTEN-related genes, we identified 5 key prognostic genes, including BFSP1, PPAT, EIF5B, ASF1A, and GNA14. The 5-gene PTEN-autophagy risk score (RS) model was demonstrated to have favorable performance in the prediction of prognosis. Conclusion In summary, our study showed the importance of the PTEN gene and its correlation with immunity and autophagy in HCC. The PTEN-autophagy.RS model we established could be used to predict the prognosis of HCC patients and showed significantly higher prognostic accuracy than the TIDE score in response to immunotherapy.
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Chen Y, Zhou W, Gong Y, Ou X. Identification of ASF1B as a prognostic marker for liver cancer by meta-analysis and its immune value revealed by a comprehensive pan-cancer analysis of 33 human cancers. PRZEGLAD GASTROENTEROLOGICZNY 2023; 18:249-265. [PMID: 37937108 PMCID: PMC10626391 DOI: 10.5114/pg.2023.124423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 09/19/2022] [Indexed: 11/09/2023]
Abstract
Introduction As one of the most common malignant tumours, liver cancer is difficult to detect in the early stage, with strong metastasis and poor prognosis. Anti-silencing function protein 1 was originally discovered in yeast as a histone H3-H4 chaperone, and studies have shown that ASF1B may be a target for inhibiting the growth of hepatocellular carcinoma cells. Aim To evaluate the diagnostic and prognostic significance of ASF1B expression in human LIHC on the basis of TCGA data. Material and methods A meta-analysis revealed that high ASF1B expression was strongly associated with better overall survival. A comprehensive pan-cancer analysis of 33 human cancers revealed the immunotherapeutic value of ASF1B. Results In this study, we observed a significant upregulation of ASF1B expression in LIHC samples compared to non-cancer samples. Clinical analysis showed that high expression of ASF1B was associated with age, tumour status, and clinical stage. Survival analysis showed that patients with high ASF1B expression had worse overall survival and progression-free survival than patients with low ASF1B expression. The AUCs of the 1-year, 3-year, and 5-year survival-related ROC curves were 0.672, 0.590, and 0.591, respectively. Conclusions Our study shows that ASF1B may provide new ideas for the diagnosis and prognosis of liver cancer patients, as well as providing a new direction for the application of ASF1B in tumour immunotherapy.
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Affiliation(s)
- Yiyang Chen
- Department of Hepatopancreatobiliary Surgery, Anhui Medical University, College of Clinical College of Shenzhen Hospital of Peking University, China
| | - Wanbang Zhou
- Department of Hepatopancreatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yiju Gong
- Department of Hepatopancreatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Xi Ou
- Department of Hepatopancreatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
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Huang W, Lin T, Huang L, Wu J, Hong J, Qiu F, Tian Y, Wang Y. miR-24-3p Regulates Epithelial–Mesenchymal Transition and the Malignant Phenotype of Pancreatic Adenocarcinoma by Regulating ASF1B Expression. Biochem Genet 2022; 61:742-761. [PMID: 36114946 PMCID: PMC10060286 DOI: 10.1007/s10528-022-10278-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 08/20/2022] [Indexed: 12/24/2022]
Abstract
AbstractAnti-silencing function protein 1 homolog B (ASF1B) has been implicated in the occurrence and development of cancers. The present work explored the functional role and the expression regulation of ASF1B in pancreatic ductal adenocarcinoma (PDAC). Based on the real-time quantitative PCR (qRT-PCR) and immunohistochemistry (IHC), ASF1B was significantly upregulated in PDAC tissues. High expression of ASF1B was associated with a poor overall survival (OS) and recurrence-free survival (DFS) in the PDAC patients. ASF1B also showed a relatively higher expression in PDAC cells (AsPC-1, PANC-1) when compared with human pancreatic ductal epithelial cells (HPDFe-6). CCK8 and clone formation assay demonstrated that silencing ASF1B impaired the proliferation in PANC-1 and AsPC-1 cells, and Annexin V-PI staining showed an increased level of apoptosis upon ASF1B silencing. ASF1B silencing also suppressed the migration and invasion in PDAC cells, as revealed by Transwell assays. We further showed that miR-24-3p was downregulated in PDAC tissues and cells, which functionally interacted with ASF1B by dual-luciferase reporter assay. miR-24-3p negatively regulated ASF1B expression to modulate the malignant phenotype of PDAC cells. ASF1B shows high expression in PDAC, which promotes the malignancy and EMT process of PDAC cells. miR-24-3p is a negative regulator of ASF1B and is downregulated in PDAC cells. Our data suggest that targeting ASF1B/miR-24-3p axis may serve as an intervention strategy for the management of PDAC.
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Affiliation(s)
- Wentao Huang
- Department of Hepatobiliary and Pancreatic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, NO.134, Dongjie Street, Gulou District, Fuzhou, 350001, Fujian, China.
| | - Tiansheng Lin
- Department of Hepatobiliary and Pancreatic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, NO.134, Dongjie Street, Gulou District, Fuzhou, 350001, Fujian, China
| | - Long Huang
- Department of Hepatobiliary and Pancreatic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, NO.134, Dongjie Street, Gulou District, Fuzhou, 350001, Fujian, China
| | - Junyi Wu
- Department of Hepatobiliary and Pancreatic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, NO.134, Dongjie Street, Gulou District, Fuzhou, 350001, Fujian, China
| | - Jiaming Hong
- Department of Hepatobiliary and Pancreatic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, NO.134, Dongjie Street, Gulou District, Fuzhou, 350001, Fujian, China
| | - Funan Qiu
- Department of Hepatobiliary and Pancreatic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, NO.134, Dongjie Street, Gulou District, Fuzhou, 350001, Fujian, China
| | - Yifeng Tian
- Department of Hepatobiliary and Pancreatic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, NO.134, Dongjie Street, Gulou District, Fuzhou, 350001, Fujian, China
| | - Yaodong Wang
- Department of Hepatobiliary and Pancreatic Surgery, Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fujian Medical University, NO.134, Dongjie Street, Gulou District, Fuzhou, 350001, Fujian, China
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Zhu H, Ouyang H, Pan X, Zhang Z, Tan J, Yu N, Li M, Zhao Y. Increased ASF1B Expression Correlates With Poor Prognosis in Patients With Gliomas. Front Oncol 2022; 12:912101. [PMID: 35875094 PMCID: PMC9298524 DOI: 10.3389/fonc.2022.912101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 06/06/2022] [Indexed: 11/23/2022] Open
Abstract
Background Several studies have suggested that anti-silencing function 1 B (ASF1B) can serve as a good potential marker for predicting tumor prognosis. But the values of ASF1B in gliomas have not been elucidated and further confirmation is needed. Methods Transcriptomic and clinical data were downloaded from The Cancer Genome Atlas database (TCGA), genotypic tissue expression (GTEx), and the Chinese Gliomas Genome Atlas database (CGGA). Univariate and multivariate Cox regression analyses were used to investigate the link between clinical variables and ASF1B. Survival analysis was used to assess the association between ASF1B expression and overall survival (OS). The relationship between ASF1B expression and OS was studied using survival analysis. To investigate the probable function and immunological infiltration, researchers used gene ontology (GO) analysis, gene set enrichment analysis (GSEA), and single-sample GSEA (ssGSEA). Results In glioma tissues, ASF1B expression was considerably higher than in normal tissues. The survival analysis found that increased ASF1B expression was linked with a poor prognosis in glioma patients. ASF1B demonstrated a high diagnostic value in glioma patients, according to a Receiver Operating Characteristic (ROC) analysis. ASF1B was found to be an independent predictive factor for OS in a Cox regression study (HR = 1.573, 95% CI: 1.053–2.350, p = 0.027). GO, KEGG, and GSEA functional enrichment analysis revealed that ASF1B was associated with nuclear division, cell cycle, m-phase, and cell cycle checkpoints. Immuno-infiltration analysis revealed that ASF1B was positively related to Th2 cells, macrophages, and aDC and was negatively related to pDC, TFH, and NK CD56 bright cells. Conclusion A high level of ASF1B mRNA expression was correlated with a poor prognosis in glioma patients in this study, implying that it could be a reliable prognostic biomarker for glioma patients.
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Affiliation(s)
- Huaxin Zhu
- Department of Neurosurgery, First Affiliated Hospital of Nanchang University, Nanchang, China
| | | | - Xinyi Pan
- Huankui Academy, Nanchang University, Nangchang, China
| | - Zhixiong Zhang
- Department of Neurosurgery, First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Jiacong Tan
- Department of Neurosurgery, First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Nianzu Yu
- Department of Neurosurgery, First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Meihua Li
- Department of Neurosurgery, First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yeyu Zhao
- Department of Neurosurgery, First Affiliated Hospital of Nanchang University, Nanchang, China
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Munir H, Ahmad F, Ullah S, Almutairi SM, Asghar S, Siddique T, Abdel-Maksoud MA, Rasheed RA, Elkhamisy FAA, Aufy M, Yaz H. Screening a novel six critical gene-based system of diagnostic and prognostic biomarkers in prostate adenocarcinoma patients with different clinical variables. Am J Transl Res 2022; 14:3658-3682. [PMID: 35836886 PMCID: PMC9274568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 04/10/2022] [Indexed: 06/15/2023]
Abstract
The mechanisms behind prostate adenocarcinoma (PRAD) pathogenicity remain to be understood due to tumor heterogeneity. In the current study, we identified by microarray technology six eligible real hub genes from already identified hub genes through a systematic in silico approach that could be useful to lower the heterogenetic-specific barriers in PRAD patients for diagnosis, prognosis, and treatment. For this purpose, microarray technology-based, already-identified PRAD-associated hub genes were initially explored through extensive literature mining; then, a protein-protein interaction (PPI) network construction of those hub genes and its analysis helped us to identify six most critical genes (real hub genes). Various online available expression databases were then used to explore the tumor driving, diagnostic, and prognostic roles of real hub genes in PRAD patients with different clinicopathologic variables. In total, 124 hub genes were extracted from the literature, and among those genes, six, including CDC20, HMMR, AURKA, CDK1, ASF1B, and CCNB1 were identified as real hub genes by the degree method. Further expression analysis revealed the significant up-regulation of real hub genes in PRAD patients of different races, age groups, and nodal metastasis status relative to controls. Moreover, through correlational analyses, different valuable correlations between treal hub genes expression and different other data (promoter methylation status, genetic alterations, overall survival (OS), tumor purity, CD4+ T, CD8+ T immune cells infiltration, and different other mutant genes and a few more) across PRAD samples were also documented. Ultimately, from this study, a few important transcription factors (TFS), miRNAs, and chemotherapeutic drugs showing a great therapeutic potential were also identified. In conclusion, we have discovered a set of six real hub genes that might be utilized as new biomarkers for lowering heterogenetic-specific barriers in PRAD patients for diagnosis, prognosis, and treatment.
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Affiliation(s)
- Hadia Munir
- Akhtar Saeed Medical and Dental CollegePakistan
| | - Fawad Ahmad
- Rural Health Center MantharRahim Yar Khan, Pakistan
| | - Sajid Ullah
- Cardiac ICU Medikay Cardiac Center Park Road IslamabadIslamabad 4400, Pakistan
| | - Saeedah Musaed Almutairi
- Department of Botany and Microbiology, College of Science, King Saud UniversityRiyadh, P.O. 2455, Riyadh 11451, Saudi Arabia
| | - Samra Asghar
- Department of Medical Laboratory Technology, Faculty of Rehablitation and Allied Health Sciences, Riphah International UniversityFaisalabad, Faisalabad, Pakistan
| | - Tehmina Siddique
- Department of Biotechnology, Faculty of Life Sciences, University of OkaraOkara, Pakistan
| | - Mostafa A Abdel-Maksoud
- Department of Botany and Microbiology, College of Science, King Saud UniversityRiyadh, P.O. 2455, Riyadh 11451, Saudi Arabia
| | - Rabab Ahmed Rasheed
- Histology and Cell Biology Department, Faculty of Medicine, King Salman International UniversitySouth Sinai, Egypt
| | - Fatma Alzahraa A Elkhamisy
- Pathology Department, Faculty of Medicine, Helwan UniversityCairo, Egypt
- Basic Medical Sciences Department, Faculty of Medicine, King Salman International UniversitySouth Sinai, Egypt
| | - Mohammed Aufy
- Department of Pharmaceutical Sciences, Division of Pharmacology and Toxicology, University of ViennaVienna, Austria
| | - Hamid Yaz
- Department of Botany and Microbiology, College of Science, King Saud UniversityRiyadh, P.O. 2455, Riyadh 11451, Saudi Arabia
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13
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Chen C, Bao H, Lin W, Chen X, Huang Y, Wang H, Yang Y, Liu J, Lv X, Teng L. ASF1b is a novel prognostic predictor associated with cell cycle signaling pathway in gastric cancer. J Cancer 2022; 13:1985-2000. [PMID: 35399734 PMCID: PMC8990430 DOI: 10.7150/jca.69544] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 03/17/2022] [Indexed: 12/16/2022] Open
Abstract
Gastric cancer (GC) is one of the most common malignant tumors with poor outcomes. Identification of new therapeutic targets is urgently needed. Accumulating evidence has shown that anti-silencing function 1b (ASF1b) contributes to the progression in multiple cancer types. However, detailed mechanisms of ASF1b tumorigenesis in gastric cancer remain elusive. This study showed that ASF1b was upregulated in GC tissues and remarkably correlated with TNM stage, histological grade and poor prognosis of GC. We induced down and up-regulation of ASF1b in GC cell lines and monitored the changes in their biological behavior. Furthermore, loss of ASF1b was efficient to suppress subcutaneous xenograft tumor growth in vivo. We demonstrate that ASF1b is involved in regulation of cell cycle and PI3K/AKT/mTOR signaling through experiments and database analysis. Mechanistically, ASF1b promoted the proliferation, migration and invasion of GC cells. Taken together, this study highlights the role of ASF1b, which provided new insights into the underlying mechanism of progression and metastasis in GC for the first time.
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Affiliation(s)
- Chuanzhi Chen
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Haili Bao
- Department of Organ Transplantation, Shanghai Changzheng Hospital, Navy Military Medical University, Shanghai, 200003, China
| | - Wu Lin
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Xiangliu Chen
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Yingying Huang
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Haohao Wang
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Yan Yang
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Jin Liu
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Xiadong Lv
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
| | - Lisong Teng
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
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14
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Chen C, Chen Y, Jin X, Ding Y, Jiang J, Wang H, Yang Y, Lin W, Chen X, Huang Y, Teng L. Identification of Tumor Mutation Burden, Microsatellite Instability, and Somatic Copy Number Alteration Derived Nine Gene Signatures to Predict Clinical Outcomes in STAD. Front Mol Biosci 2022; 9:793403. [PMID: 35480879 PMCID: PMC9037630 DOI: 10.3389/fmolb.2022.793403] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 03/14/2022] [Indexed: 12/11/2022] Open
Abstract
Genomic features, including tumor mutation burden (TMB), microsatellite instability (MSI), and somatic copy number alteration (SCNA), had been demonstrated to be involved with the tumor microenvironment (TME) and outcome of gastric cancer (GC). We obtained profiles of TMB, MSI, and SCNA by processing 405 GC data from The Cancer Genome Atlas (TCGA) and then conducted a comprehensive analysis though “iClusterPlus.” A total of two subgroups were generated, with distinguished prognosis, somatic mutation burden, copy number changes, and immune landscape. We revealed that Cluster1 was marked by a better prognosis, accompanied by higher TMB, MSIsensor score, TMEscore, and lower SCNA burden. Based on these clusters, we screened 196 differentially expressed genes (DEGs), which were subsequently projected into univariate Cox survival analysis. We constructed a 9-gene immune risk score (IRS) model using LASSO-penalized logistic regression. Moreover, the prognostic prediction of IRS was verified by receiver operating characteristic (ROC) curve analysis and nomogram plot. Another independent Gene Expression Omnibus (GEO) contained specimens from 109 GC patients was designed as an external validation. Our works suggested that the 9‐gene‐signature prediction model, which was derived from TMB, MSI, and SCNA, was a promising predictive tool for clinical outcomes in GC patients. This novel methodology may help clinicians uncover the underlying mechanisms and guide future treatment strategies.
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Affiliation(s)
- Chuanzhi Chen
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yi Chen
- Department of Oncology-Pathology, Karolinska Institute, Solna, Sweden
| | - Xin Jin
- Department of Breast Surgery, Zhuji Affiliated Hospital of Shaoxing University, Zhuji, China
| | - Yongfeng Ding
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Junjie Jiang
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Haohao Wang
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yan Yang
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Wu Lin
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xiangliu Chen
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yingying Huang
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Lisong Teng
- Department of Surgical Oncology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
- *Correspondence: Lisong Teng,
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15
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Wang L, Yang X, Zhou F, Sun X, Li S. Circular RNA UBAP2 facilitates the cisplatin resistance of triple-negative breast cancer via microRNA-300/anti-silencing function 1B histone chaperone/PI3K/AKT/mTOR axis. Bioengineered 2022; 13:7197-7208. [PMID: 35263216 PMCID: PMC8973968 DOI: 10.1080/21655979.2022.2036894] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Circular RNAs (CircRNAs) have attracted increasing attention in the diagnosis and treatment of human cancers. CircUBAP2 has been identified to promote the progression of triple-negative breast cancer (TNBC), but the function of circUBAP2 in the cisplatin (DDP) resistance of TNBC remains obscure. Our investigation showed that circUBAP2 was significantly upregulated in DDP-resistant TNBC and TNBC sensitivity to DDP could be enhanced by silencing of circUBAP2. Moreover, circUBAP2 was revealed to be a ceRNA for miR-300 to upregulate the expression of anti-silencing function 1B histone chaperone (ASF1B). The effect of circUBAP2/miR-300/ASF1B axis on DDP resistance of TNBC was evaluated by rescue experiments, which demonstrated that circUBAP2 inhibited TNBC sensitivity to DDP through miR-300/ASF1B axis. Furthermore, it was discovered that ASF1B activated PI3K/AKT/mTOR signaling to facilitate the DDP resistance of TNBC cells. In summary, this research revealed a novel regulatory mechanism that circUBAP2 functioned as ceRNA of miR-300 to upregulate ASF1B, which further triggered the PI3K/AKT/mTOR (PAM) signaling to enhance the DDP resistance of TNBC.
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Affiliation(s)
- Leiming Wang
- Department of General Surgery, The Affiliated Shuyang Hospital of Xuzhou Medical University, Suqian City, Jiangsu Province 223600, China
| | - Xi Yang
- Department of General Surgery, The Affiliated Shuyang Hospital of Xuzhou Medical University, Suqian City, Jiangsu Province 223600, China
| | - Fei Zhou
- Department of General Surgery, The Affiliated Shuyang Hospital of Xuzhou Medical University, Suqian City, Jiangsu Province 223600, China
| | - Xuesi Sun
- Department of General Surgery, The Affiliated Shuyang Hospital of Xuzhou Medical University, Suqian City, Jiangsu Province 223600, China
| | - Shulin Li
- Department of General Surgery, The Affiliated Shuyang Hospital of Xuzhou Medical University, Suqian City, Jiangsu Province 223600, China
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16
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Ouyang X, Lv L, Zhao Y, Zhang F, Hu Q, Li Z, Zhu D, Li L. ASF1B Serves as a Potential Therapeutic Target by Influencing Cell Cycle and Proliferation in Hepatocellular Carcinoma. Front Oncol 2022; 11:801506. [PMID: 35087760 PMCID: PMC8787347 DOI: 10.3389/fonc.2021.801506] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 12/20/2021] [Indexed: 12/12/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common malignant tumors with high morbidity and mortality. Therefore, it is very important to find potential biomarkers that can effectively predict the prognosis and progression of HCC. Recent studies have shown that anti-silencing function 1B (ASF1B) may be a new proliferative marker for tumor diagnosis and prognosis. However, the expression and function of ASF1B in hepatocellular carcinoma remain to be determined. In this study, integrated analysis of the Cancer Genome Atlas (TCGA), genotypic tissue expression (GTEx), and Gene Expression Omnibus (GEO) databases revealed that ASF1B was highly expressed in HCC. Kaplan-Meier survival curve showed that elevated ASF1B expression was associated with poor survival in patients with liver cancer. Correlation analysis of immune infiltration suggested that ASF1B expression was significantly correlated with immune cell infiltration in HCC patients. Gene set enrichment analysis (GSEA) indicated that ASF1B regulated the cell cycle, DNA Replication and oocyte meiosis signaling. Our experiments confirmed that ASF1B was highly expressed in HCC tissues and HCC cell lines. Silence of ASF1B inhibited hepatocellular carcinoma cell growth in vitro. Furthermore, ASF1B deficiency induced apoptosis and cell cycle arrest. Mechanistically, ASF1B knockdown reduced the expression of proliferating cell nuclear antigen (PCNA), cyclinB1, cyclinE2 and CDK9.Moreover, ASF1B interacted with CDK9 in HCC cells. Taken together, these results suggest that the oncogenic gene ASF1B could be a target for inhibiting hepatocellular carcinoma cell growth.
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Affiliation(s)
- Xiaoxi Ouyang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Centre for Infectious Diseases, Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Longxian Lv
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Centre for Infectious Diseases, Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yalei Zhao
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Centre for Infectious Diseases, Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Fen Zhang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Centre for Infectious Diseases, Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qingqing Hu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Centre for Infectious Diseases, Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zuhong Li
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Centre for Infectious Diseases, Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Danhua Zhu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Centre for Infectious Diseases, Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Lanjuan Li
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Centre for Infectious Diseases, Collaborative Innovation Centre for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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17
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Huang L, Ye T, Wang J, Gu X, Ma R, Sheng L, Ma B. Identification of Survival-Associated Hub Genes in Pancreatic Adenocarcinoma Based on WGCNA. Front Genet 2022; 12:814798. [PMID: 35047023 PMCID: PMC8762281 DOI: 10.3389/fgene.2021.814798] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 12/06/2021] [Indexed: 12/13/2022] Open
Abstract
Pancreatic adenocarcinoma is one of the leading causes of cancer-related death worldwide. Since little clinical symptoms were shown in the early period of pancreatic adenocarcinoma, most patients were found to carry metastases when diagnosis. The lack of effective diagnosis biomarkers and therapeutic targets makes pancreatic adenocarcinoma difficult to screen and cure. The fundamental problem is we know very little about the regulatory mechanisms during carcinogenesis. Here, we employed weighted gene co-expression network analysis (WGCNA) to build gene interaction network using expression profile of pancreatic adenocarcinoma from The Cancer Genome Atlas (TCGA). STRING was used for the construction and visualization of biological networks. A total of 22 modules were detected in the network, among which yellow and pink modules showed the most significant associations with pancreatic adenocarcinoma. Dozens of new genes including PKMYT1, WDHD1, ASF1B, and RAD18 were identified. Further survival analysis yielded their valuable effects on the diagnosis and treatment of pancreatic adenocarcinoma. Our study pioneered network-based algorithm in the application of tumor etiology and discovered several promising regulators for pancreatic adenocarcinoma detection and therapy.
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Affiliation(s)
- Liya Huang
- Department of Gastroenterology, The General Hospital of NingXia Medical University, Yinchuan, China
| | - Ting Ye
- Department of Gastroenterology, The General Hospital of NingXia Medical University, Yinchuan, China
| | - Jingjing Wang
- Department of Gastroenterology, The General Hospital of NingXia Medical University, Yinchuan, China
| | - Xiaojing Gu
- Department of Gastroenterology, The General Hospital of NingXia Medical University, Yinchuan, China
| | - Ruiting Ma
- Department of Gastroenterology, The General Hospital of NingXia Medical University, Yinchuan, China
| | - Lulu Sheng
- Department of Emergency Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Binwu Ma
- Department of Neurology, The General Hospital of NingXia Medical University, Yinchuan, China
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